Prediction of mechanical characteristics of shearer intelligent cables under bending conditions. by Lijuan Zhao, Dongyang Wang, Guocong Lin, Shuo Tian, Hongqiang Zhang, Yadong Wang

“…This method leverages TCN's causal and dilated convolution operations to capture long-term sequential features, BiLSTM's bidirectional information processing to ensure the completeness of sequence information, and the SEAttention mechanism to assign adaptive weights to features, effectively enhancing the focus on key features. …”
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The growth–environment nexus amid geopolitical risks: cointegration and machine learning algorithm approaches by Md. Idris Ali, Md. Atikur Rahaman, Mohammed Julfikar Ali, Md. Ferdausur Rahman

“…Additionally, the Toda-Yamamoto causality test identifies directional causal relationships among the variables. …”
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Genetics of Inflammatory Bowel Disease: Current Understanding and Future Directions by P. K. Chandra Sekar, R. Veerabathiran

“…While progress has been made in understanding the genetic landscape of IBD, ongoing research is needed to elucidate the functional consequences of these variants, identify causal genes, and explore gene-environment interactions. …”
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O PROFESSOR DO ENSINO BÁSICO, TÉCNICO E TECNOLÓGICO: INSTITUCIONALIDADE ORNITORRINCA? FRENTES DE LUTAS NOS GIROS DE UM CALEIDOSCÓPIO; by IVAN LUIS DOS SANTOS, KELMA CRISTINA DE FREITAS

“…Os resultados obtidos mostram que os IFs passam a ocupar papel de destaque no sistema educacional brasileiro ao oferecer uma proposta de atuação acadêmica verticalizada, ancorada na indissociabilidade entre ensino, pesquisa e extensão, e materializada a partir da criação da carreira de professor do EBTT. …”
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Medical Resource Use and Costs of Treating Sickle Cell-related Vaso-occlusive Crisis Episodes: A Retrospective Claims Study by Nirmish Shah, Menaka Bhor, Lin Xie, Jincy Paulose, Huseyin Yuce

“…This study was limited to observation of associations rather than causal inference, and by possible coding and identification discrepancies and the restricted generalizability of the population. …”
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Algorithm of management of patient with alcohol-induced liver disease by M. V. Mayevskaya, M. A. Morozova

“…As a rule, disease has no clinical symptoms, frequently it is a casual diagnostic finding and does not require specific treatment besides abstinence of alcoholic beverages. …”
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Association between exposure in the cement production industry and non-malignant respiratory effects: a systematic review by Anne Kristin Møller Fell, Karl Christian Nordby

“…There are few longitudinal data, but recent studies report a dose–response relationship between cement production dust exposure and declining lung function indicating a causal relationship, and underlining the need to reduce exposure among workers in this industry.…”
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A harmonic model validation methodology for power generation units based on voltage-current phasor characteristic by Kia Malekian Boroujeni, Farhad Safargholi, Kaveh Malekian

“…The voltage-current phasor characteristic can give us a visual view of the harmonic current phasor response of any model to various harmonic voltage phasors with different magnitudes and phase angles in just one diagram. …”
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Leveraging LLMs and wearables to provide personalized recommendations for enhancing student well-being and academic performance through a proof of concept by Arfan Ahmed, Sarah Aziz, Alaa Abd-alrazaq, Rawan AlSaad, Javaid Sheikh

“…Future research, particularly with intervention groups and potentially RCT studies, is crucial to establish causal relationships and validate the recommendations’ impact. …”
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The art of being healthy: a qualitative study to develop a thematic framework for understanding the relationship between health and the arts by Matthew Knuiman, Peter Wright, Michael Rosenberg, Christina R Davies

“…This framework expands on current knowledge, further defines the health–arts relationship and is a step towards the conceptualisation of a causal health–arts model.…”
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Detrimental effects of cadmium on male infertility: A review by Nebojša Zečević, Jovana Kocić, Milan Perović, Aleksandar Stojsavljević

“…However, new, in-depth studies are needed to confirm or reject the causal relationship of Cd with male infertility.…”
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Fiscal Decentralisation and the Performance of Health Sector in Kabale District, Uganda. by Ali Khamis, Hashir

“…The design of the study was built on a causal relationship based on the results from some of the data collection tools which are questionnaires, oral interviews and observations of the researcher. …”
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Patient Perceptions of Surgeon Attire, Professionalism, and Gender Bias in Pakistani Public Hospitals by Maham Arshad, Zara Ali, Talha Tariq, Kainat Raza, Fatima Hashmi, Tarim Nayab

“…Gender-balanced participants rated male and female doctors shown in photographs wearing various surgeon attires, including white coats with scrubs, business attire, fleece jackets, and casual clothing. Ratings were based on perceived professionalism, experience, and friendliness using a 5-point Likert scale. …”
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Predictors of depression among Chinese college students: a machine learning approach by Lin Luo, Junfeng Yuan, Chenghan Wu, Yanling Wang, Rui Zhu, Huilin Xu, Luqin Zhang, Zhongge Zhang

“…However, longitudinal studies are required to establish causal relationships and validate these findings through intervention trials.…”
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Comprehensive study for radiation shielding features for Bi2O3–B2O3–ZnO composite using computational radioanalytical Phy-X/PSD, MCNP5, and SRIM software by Y. S. Alajerami, M. H. A. Mhareb, M. I. Sayyed, M. Kh. Hamad, F. Kodeh, M. Rashad, M. Mitwalli

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Examinando os fatores que afetam a preparação para o exame de certificação de engenharia industrial: um estudo rastreador by Aura Marie Novesteras, Niña Apusaga

“…Um indivíduo que anseia por reconhecimento é motivado externamente para passar no exame de certificação. O envolvimento dos ex-alunos promove relacionamentos de apoio e conexões significativas entre estudantes e ex-alunos de diversas maneiras, incluindo o acesso a recursos de estudo. …”
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கொங்கு நாட்டின் இராசிபுர வட்டார சிறுதெய்வங்களும் வழிபாட்டு முறைகளும் / Deities and Worshipping Methods in the Rasipuram Region of Kongu Nadu... by செ. தனபால் / S. Dhanapal

“…Early uncivilized men could not understand causal relationships. Then he modelled his physical activity and automatically taught a reason that there is a force within every natural object that is the cause of the action of objects. …”
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Drug-Induced Liver Injuries (Clinical Guidelines for Physicians) by Vladimir T. Ivashkin, Andrey Yu. Baranovsky, Karina L. Raikhelson, Lyudmila K. Palgova, Marina V. Maevskaya, Elina A. Kondrashina, Natalya V. Marchenko, Tatyana P. Nekrasova, Igor G. Nikitin

“…A section on the assessment of causal relationships in the diagnosis of DILI is presented; the practical value of using the CIOMS-RUCAM scale is shown. …”
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A community-based study to estimate the internet usage and its associated factors among elderly residing in an urban slum area in North India by Garima Sangwan, Nitika Sharma, Rajesh Garg

“…Future research should consider longitudinal designs to better understand the causal pathways and the effectiveness of different intervention strategies.   …”
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Association between C-reactive protein and chronic pain in US adults: A nationwide cross-sectional study. by Chunsheng Huang, Qizhen Tong, Qiaoling Tong

“…Additional investigation is necessary to explore the presence of a causal association between the two variables, as well as the potential underlying mechanisms.…”
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